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en_parsigs
royashcenazi/en_parsigs
en_parsigs is a token classification model from royashcenazi. Use it when you need labels on individual words, such as names. It is set up for spacy.
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Repo size
837 MB
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1
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Other435 MB · 52%
At a glance
- Task
- Token Classification
- Library
- spacy
- Access
- Public
- Created
- May 2, 2023
- Updated
- Mar 4, 2024
- SHA
- 49528130
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Model card
From the Hugging Face model README
| Feature | Description |
|---|---|
| Name | en_parsigs |
| Version | 0.0.0 |
| spaCy | >=3.5.0,<3.6.0 |
| Default Pipeline | transformer, ner |
| Components | transformer, ner |
| Author | royashcenazi |
Label Scheme
<details> <summary>View label scheme (6 labels for 1 components)</summary>| Component | Labels |
|---|---|
ner | Dosage, Drug, Duration, Form, Frequency, Strength |
Accuracy
| Type | Score |
|---|---|
ENTS_F | 86.61 |
ENTS_P | 84.83 |
ENTS_R | 88.48 |
TRANSFORMER_LOSS | 5347024.15 |
NER_LOSS | 3459290.82 |
- Task
- Token Classification
- Library
- spacy
- Languages
- en
- Created
- May 2, 2023
- Updated
- Mar 4, 2024